CCL | Software | Download | Manuals | Forum | Papers
CCL Home


Software Community Operations
Makeflow Logo

The Makeflow Workflow System

Makeflow is a workflow system for executing large complex workflows on clusters, clouds, and grids.

Makeflow is easy to use. The Makeflow language is similar to traditional Make, so if you can write a Makefile, then you can write a Makeflow. A workflow can be just a few commands chained together, or it can be a complex application consisting of thousands of tasks. It can have an arbitrary DAG structure and is not limited to specific patterns.

Makeflow is production-ready. Makeflow is used on a daily basis to execute complex scientific applications in fields such as data mining, high energy physics, image processing, and bioinformatics. It has run on campus clusters, the Open Science Grid, NSF XSEDE machines, and NCSA Blue Waters. Here are some real examples of workflows used in production systems:

(Makeflow Examples Repository)

Makeflow is portable. A workflow is written in a technology neutral way, and then can be deployed to a variety of different systems without modification, including local execution on a single multicore machine as well as batch systems like HTCondor, SGE, PBS, Torque, SLURM, or the bundled Work Queue system. Makeflow can also easily run your jobs in a container environment like Docker or Singularity on top of an existing batch system. The same specification works for all systems, so you can easily move your application from one system to another without rewriting everything.

Makeflow is powerful. Makeflow can handle workloads of millions of jobs running on thousands of machines for months at a time. Makeflow is highly fault tolerant: it can crash or be killed, and upon resuming, will reconnect to running jobs and continue where it left off. A variety of analysis tools are available to understand the performance of your jobs, measure the progress of a workflow, and visualize what is going on.

Getting Started

  • Makeflow User's Manual
  • Makeflow Tutorial Slides
  • Download Makeflow
  • Makeflow Example Repository
  • Getting Help with Makeflow
  • Research Publications

    (Showing papers with tag makeflow. See all papers instead.)